{"id":"W2989871442","doi":"10.1002/jsid.858","title":"Model for assessing organic light‐emitting diode display lifetime across applications","year":2019,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Green IT and Sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oralys (Canada)","funders":"","keywords":"OLED; Luminance; Diode; Computer science; Optoelectronics; Display device; Power consumption; Power (physics); Materials science; Physics; Computer vision","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007006467,0.0007313243,0.000663281,0.0006487367,0.0004180827,0.0008114981,0.001625449,0.001463937,0.003928876],"category_scores_gemma":[0.002141141,0.0002939499,0.0008926538,0.0003415061,0.0003649952,0.001344501,0.0005704872,0.001002682,0.001013602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692923,"about_ca_system_score_gemma":0.0007614709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00753837,"about_ca_topic_score_gemma":0.004128012,"domain_scores_codex":[0.9996848,0.00005646134,0.00001278108,0.00007749824,0.0001249078,0.00004358694],"domain_scores_gemma":[0.9993588,0.0002989754,0.00006376996,0.00004206087,0.0002213067,0.00001507358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007923977,0.00005637201,0.001099767,0.0001250736,0.00003212152,0.0001332913,0.0001438803,0.947886,0.02029654,0.01090341,0.001512939,0.01773139],"study_design_scores_gemma":[0.000003825029,0.0000273831,0.0002040779,0.00001029158,0.00001116107,0.00003038271,0.00001291281,0.9957703,0.001595097,0.001350036,0.0009764026,0.000008128567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06513777,0.0009372304,0.912478,0.0006398741,0.0000966154,0.0002424093,0.0007989561,0.001262099,0.01840706],"genre_scores_gemma":[0.9255674,0.001067747,0.03727262,0.0002401494,0.0000300602,0.0007151353,0.0005963529,0.0002164935,0.03429418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00753837,"threshold_uncertainty_score":0.01498902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006763393005509163,"score_gpt":0.2521613981326668,"score_spread":0.2453980051271576,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}